20.500.12556/RUL-133418 The effect of individual analytical orientation and capabilities on decision quality and regret Decision makers are exposed to an increasing amount of information. Algorithms can help people make better data-driven decisions. Previous research has focused on both companies' orientation towards analytics use and the required skills of individual decision makers. However, each individual can make either analytically based or intuitive decisions. The authors investigated the characteristics that influence the likelihood of making analytical decisions, focusing on both analytical orientation and capabilities of individuals. They conducted a survey using 462 business students as proxies for decision makers and used partial least squares path modeling to show that analytical capabilities and analytical orientation influence each other and affect analytical decision-making, thereby impacting decision quality and decision regret. The findings suggest that when implementing business analytics solutions, companies should focus on the development not only of technological capabilities and individuals' skills but also of individuals' analytical orientation. informatics business information data analytics analytical orientation business analytics decision-making structural equation modeling tools and technique capabilities informatika business information podatkovna analitika true false true Angleški jezik Slovenski jezik Članek v reviji 2021-11-26 10:53:11 2021-11-26 10:53:15 2022-09-12 04:16:16 0000-00-00 00:00:00 2021 0 0 19 str. iss. 1 Vol. 9 2021 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 659.2:004 2334-4547 10.4018/IJBAN.288510 80097539 RAZ_Valadares_de_Oliveira_Marcos_Paulo_2021.pdf RAZ_Valadares_de_Oliveira_Marcos_Paulo_2021.pdf 1 6BB5B5D29EE99841542B81D9B9E0E773 637c2438923d8bd447d2d823ae351afaa603f7151769a030983a333aeaf9abd4 49849f5e-4e9f-11ec-abdb-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=151467 https://www.igi-global.com/gateway/article/288510 0 536da81f-4e9f-11ec-abdb-00155dcfd717 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=151468 Ekonomska fakulteta 0 0 0